The absence of isolated node in geometric random graphs

Jun Zhao
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引用次数: 2

Abstract

One-dimensional geometric random graphs are constructed by distributing n nodes uniformly and independently on a unit interval and then assigning an undirected edge between any two nodes that have a distance at most τn. These graphs have received much interest and been used in various applications including wireless networks. A threshold of τn for connectivity is known as τ*n = ln n/n in the literature. In this paper, we prove that a threshold of τn for the absence of isolated node is ln n/2n (i.e., a half of the threshold τ*n). Our result shows there is a gap between thresholds of connectivity and the absence of isolated node in one-dimensional geometric random graphs; in particular, when τn equals c ln n/n for a constant c ∈ (1/2, 1), a one-dimensional geometric random graph has no isolated node but is not connected. This gap in one-dimensional geometric random graphs is in sharp contrast to the prevalent phenomenon in many other random graphs such as two-dimensional geometric random graphs, Erdös-Rényi graphs, and random intersection graphs, all of which in the asymptotic sense become connected as soon as there is no isolated node.
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几何随机图中孤立节点的缺失
一维几何随机图是通过在单位间隔上均匀独立地分布n个节点,然后在任意两个距离不超过τn的节点之间分配一条无向边来构造的。这些图形引起了人们的极大兴趣,并被用于包括无线网络在内的各种应用中。在文献中,连通性的阈值τn被称为τ*n = lnn /n。在本文中,我们证明了不存在孤立节点的阈值τn是ln n/2n(即阈值τ*n的一半)。研究结果表明:一维几何随机图的连通阈值与孤立节点缺失阈值之间存在差距;特别地,对于常数c∈(1/ 2,1),当τn = c ln n/n时,一维几何随机图没有孤立节点,但不连通。一维几何随机图中的这种差距与许多其他随机图中的普遍现象形成鲜明对比,例如二维几何随机图、Erdös-Rényi图和随机交点图,所有这些图在渐近意义上只要没有孤立节点就会相互连接。
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